/*========================================================================= * * Copyright NumFOCUS * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * https://www.apache.org/licenses/LICENSE-2.0.txt * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * *=========================================================================*/ #ifndef itkMultipleValuedCostFunction_h #define itkMultipleValuedCostFunction_h #include "itkCostFunction.h" #include "itkArray2D.h" #include "itkNumericTraits.h" #include "ITKOptimizersExport.h" namespace itk { /** \class MultipleValuedCostFunction * \brief This class is a base for the CostFunctions returning a * multiple values * \ingroup Numerics Optimizers * \ingroup ITKOptimizers */ class ITKOptimizers_EXPORT MultipleValuedCostFunction : public CostFunction { public: ITK_DISALLOW_COPY_AND_MOVE(MultipleValuedCostFunction); /** Standard class type aliases. */ using Self = MultipleValuedCostFunction; using Superclass = CostFunction; using Pointer = SmartPointer; using ConstPointer = SmartPointer; /** \see LightObject::GetNameOfClass() */ itkOverrideGetNameOfClassMacro(MultipleValuedCostFunction); /** ParametersType type alias. * It defines a position in the optimization search space. */ using ParametersType = Superclass::ParametersType; /** MeasureType type alias. * It defines a type used to return the cost function value. */ using MeasureType = Array; /** DerivativeType type alias. * It defines a type used to return the cost function derivative. */ using DerivativeType = Array2D; /** This method returns the value of the cost function corresponding * to the specified parameters. * This method MUST be overloaded by derived classes */ virtual MeasureType GetValue(const ParametersType & parameters) const = 0; /** Return the number of values that are computed by the * multivalued cost function. * This method MUST be overloaded by derived classes */ virtual unsigned int GetNumberOfValues() const = 0; /** This method returns the derivative of the cost function corresponding * to the specified parameters * This method MUST be overloaded by derived classes */ virtual void GetDerivative(const ParametersType & parameters, DerivativeType & derivative) const = 0; protected: MultipleValuedCostFunction() = default; ~MultipleValuedCostFunction() override; }; } // end namespace itk #endif